Brain Tumor Segmentation with Deep Neural Networks

Brain Tumor Segmentation with Deep Neural Networks

13 May 2015

Mohammad Havaei

David Warde-Farley

Aaron Courville

Pierre-Marc Jodoin

Hugo Larochelle

Papers citing "Brain Tumor Segmentation with Deep Neural Networks"

17 / 17 papers shown

Title
Deep Distance Map Regression Network with Shape-aware Loss for Imbalanced Medical Image Segmentation Huiyu Li Xiabi Liu Said Boumaraf Xiaopeng Gong Donghai Liao Xiaohong Ma 3DV MedIm 109 9 0 17 Jan 2025
Analysis of the BraTS 2023 Intracranial Meningioma Segmentation Challenge D. Labella Ujjwal Baid O. Khanna Shan McBurney-Lin Ryan McLean ... A. Abouelatta Tanvir Rizvi Klara Willms Dann C. Martin Abdullah Okar 77 7 0 16 May 2024
Adaptive feature recombination and recalibration for semantic segmentation with Fully Convolutional Networks Sérgio Pereira Adriano Pinto Joana Amorim Alexandrine Ribeiro Victor Alves Carlos Alberto Silva 71 63 0 19 Jun 2020
Integrated Model, Batch and Domain Parallelism in Training Neural Networks A. Gholami A. Azad Peter H. Jin Kurt Keutzer A. Buluç 78 84 0 12 Dec 2017
3D Convolutional Neural Networks for Brain Tumor Segmentation: A Comparison of Multi-resolution Architectures Adrià Casamitjana Santi Puch Asier Aduriz Verónica Vilaplana 3DV 94 45 0 23 May 2017
Perceiving and Reasoning About Liquids Using Fully Convolutional Networks Connor Schenck Dieter Fox 85 32 0 05 Mar 2017
CNN-based Segmentation of Medical Imaging Data Baris Kayalibay Grady Jensen Patrick van der Smagt SSeg 170 414 0 11 Jan 2017
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 563 37,806 0 20 May 2016
Simultaneous Detection and Segmentation Bharath Hariharan Pablo Arbeláez Ross B. Girshick Jitendra Malik ObjD ISeg 133 1,291 0 07 Jul 2014
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 486 15,861 0 12 Nov 2013
DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition Jeff Donahue Yangqing Jia Oriol Vinyals Judy Hoffman Ning Zhang Eric Tzeng Trevor Darrell VLM ObjD 176 4,948 0 06 Oct 2013
Deep and Wide Multiscale Recursive Networks for Robust Image Labeling Gary B. Huang Viren Jain 96 45 0 01 Oct 2013
Pylearn2: a machine learning research library Ian Goodfellow David Warde-Farley Pascal Lamblin Vincent Dumoulin M. Berk Mirza Razvan Pascanu James Bergstra Frédéric Bastien Yoshua Bengio MU 80 304 0 20 Aug 2013
Maxout Networks Ian Goodfellow David Warde-Farley M. Berk Mirza Aaron Courville Yoshua Bengio OOD 220 2,177 0 18 Feb 2013
A Generalized Mean Field Algorithm for Variational Inference in Exponential Families Eric Xing Michael I. Jordan Stuart J. Russell 85 253 0 19 Oct 2012
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 224 12,422 0 24 Jun 2012
Practical recommendations for gradient-based training of deep architectures Yoshua Bengio 3DH ODL 171 2,195 0 24 Jun 2012